Metaheuristic algorithm based hyper-parameters optimization for skin lesion classification.
Farzad GolnooriFarsad Zamani BoroujeniAmirhassan MonadjemiPublished in: Multim. Tools Appl. (2023)
Keyphrases
- metaheuristic
- simulated annealing
- combinatorial optimization
- harmony search
- optimization algorithm
- hyperparameters
- learning algorithm
- optimal solution
- search space
- ant colony optimization
- optimization problems
- guided local search
- support vector
- dynamic programming
- machine learning
- model selection
- cost function
- expectation maximization
- classification accuracy
- np hard
- tabu search
- particle swarm optimization
- cross validation
- benchmark instances
- incremental learning
- neural network
- feature extraction
- scatter search
- digital image processing
- computational complexity
- bayesian framework
- prior knowledge
- differential evolution
- sample size
- active learning