Tuning support vector machines and boosted trees using optimization algorithms.
Jill F. LundellPublished in: CoRR (2023)
Keyphrases
- optimization problems
- support vector
- learning algorithm
- combinatorial optimization
- data structure
- benchmark datasets
- theoretical analysis
- multi objective
- optimization methods
- learning machines
- computational cost
- kernel machines
- discrete optimization
- genetic algorithm
- large margin classifiers
- constrained optimization
- optimization approaches
- neural network
- global optimization
- machine learning algorithms
- semi supervised
- classification accuracy
- significant improvement
- computational complexity
- optimal solution
- machine learning