On Hyperparameter Optimization of Machine Learning Methods Using a Bayesian Optimization Algorithm to Predict Work Travel Mode Choice.
Mahdi AghaabbasiMujahid AliMichal JasiñskiZbigniew LeonowiczTomás NovákPublished in: IEEE Access (2023)
Keyphrases
- optimization algorithm
- machine learning methods
- multi objective
- optimization method
- machine learning
- gaussian processes
- machine learning algorithms
- machine learning approaches
- differential evolution
- particle swarm optimization pso
- evolutionary multi objective
- statistical methods
- optimization strategy
- ensemble methods
- hybrid optimization algorithm
- bayesian methods
- global optima
- learned knowledge
- particle swarm optimisation
- evolutionary algorithm
- artificial bee colony
- artificial neural networks
- multiple objectives
- hyperparameters
- bayesian inference
- search space