A comparative analysis of meta-heuristic optimization algorithms for feature selection on ML-based classification of heart-related diseases.
Sevket AyEkin EkinciZeynep GaripPublished in: J. Supercomput. (2023)
Keyphrases
- optimization problems
- metaheuristic
- feature selection
- combinatorial optimization
- classification algorithm
- combinatorial optimization problems
- feature selection algorithms
- classification accuracy
- feature space
- support vector
- simulated annealing
- evolutionary algorithm
- tabu search
- harmony search
- optimization methods
- harmony search algorithm
- hybrid algorithms
- optimization method
- numerical optimization
- machine learning
- evolution strategy
- search procedures
- meta heuristic algorithm
- scheduling problem
- simulated annealing algorithm
- combinatorial problems
- objective function
- optimization algorithm
- feature set
- support vector machine