Analytical results for uncertainty propagation through trained machine learning regression models.
Andrew ThompsonPublished in: CoRR (2024)
Keyphrases
- regression model
- machine learning
- prediction intervals
- model selection
- linear regression model
- regression analysis
- survival analysis
- regression methods
- prediction model
- decision trees
- generalized linear models
- machine learning algorithms
- locally weighted
- explanatory variables
- independent variables
- target variable
- multivariate regression
- linear model
- regression trees
- machine learning methods
- cross validation
- training set
- learning algorithm
- regression method
- computational intelligence
- information extraction
- feature selection