Multi-Objective Evolutionary Optimization for Tuning Hyperparameters and Reducing Features in Prediction of Deep Vein Thrombosis.
Ruslan SoranoKazi Shah Nawaz RiponLars Vidar MagnussonPublished in: CEC (2024)
Keyphrases
- evolutionary optimization
- multi objective
- hyperparameters
- genetic algorithm
- evolutionary algorithm
- particle swarm optimization
- objective function
- feature set
- model selection
- feature extraction
- bayesian framework
- cross validation
- data sets
- feature space
- gaussian processes
- gaussian process
- maximum a posteriori
- error rate
- em algorithm
- search space
- artificial neural networks
- pairwise