Optimizing CNN Hyperparameters for Mental Fatigue Assessment in Demanding Maritime Operations.
Thiago Gabriel MonteiroCharlotte SkourupHouxiang ZhangPublished in: IEEE Access (2020)
Keyphrases
- hyperparameters
- model selection
- cross validation
- closed form
- bayesian framework
- bayesian inference
- support vector
- random sampling
- em algorithm
- noise level
- gaussian process
- prior information
- incomplete data
- sample size
- incremental learning
- maximum likelihood
- gaussian processes
- maximum a posteriori
- regularization parameter
- missing values
- parameter settings
- parameter space
- grid search
- machine learning
- probabilistic model
- learning algorithm
- generative model
- prior knowledge
- search space