Uncertainty-Informed Model Selection Method for Nonlinear System Identification and Interpretable Machine Learning.
Yuanlin GuHua-Liang WeiPublished in: MED (2024)
Keyphrases
- model selection
- cross validation
- machine learning
- hyperparameters
- parameter estimation
- machine learning methods
- sample size
- selection criterion
- unsupervised learning
- meta learning
- statistical methods
- feature selection
- bayesian methods
- statistical learning
- objective function
- regression model
- support vector machine
- mixture model
- statistical model
- similarity measure
- data mining
- information criterion
- hypothesis tests
- active learning
- em algorithm
- statistical inference
- bayesian information criterion