Simplified swarm optimisation for CNN hyperparameters: a sound classification approach.
Zhenyao LiuWei-Chang YehPublished in: Int. J. Web Grid Serv. (2024)
Keyphrases
- hyperparameters
- model selection
- support vector
- cross validation
- gaussian processes
- classification accuracy
- support vector machine
- incremental learning
- bayesian methods
- gaussian process
- pairwise
- supervised learning
- machine learning
- maximum a posteriori
- em algorithm
- prior information
- fitness function
- sample size
- support vector machine svm
- evolutionary algorithm
- training set
- multiscale
- decision trees
- image processing
- feature selection