Valid prediction intervals for regression problems.
Nicolas DewolfBernard De BaetsWillem WaegemanPublished in: Artif. Intell. Rev. (2023)
Keyphrases
- regression problems
- prediction intervals
- linear regression
- linear regression model
- regression model
- regression methods
- confidence level
- genetic programming
- cross validation
- travel time
- least squares
- input space
- random forests
- support vector machine
- prediction error
- learning machines
- high dimensional data
- multi task
- hyperparameters
- model selection
- regression analysis
- input data
- road network
- decision trees
- closed form
- probabilistic model