Optimized Three Deep Learning Models Based-PSO Hyperparameters for Beijing PM2.5 Prediction.
Andri PranoloYingchi MaoAji Prasetya WibawaAgung Bella Putra UtamaFelix Andika DwiyantoPublished in: Knowl. Eng. Data Sci. (2022)
Keyphrases
- learning models
- hyperparameters
- model selection
- cross validation
- loss function
- closed form
- random sampling
- bayesian framework
- machine learning
- support vector
- learning tasks
- bayesian inference
- em algorithm
- learning algorithm
- prior information
- maximum a posteriori
- semi supervised learning
- maximum likelihood
- machine learning algorithms
- classification models
- learning problems
- sample size
- noise level
- incremental learning
- conditional random fields
- optimization algorithm
- incomplete data
- feature extraction