Reliable Prediction Intervals with Directly Optimized Inductive Conformal Regression for Deep Learning.
Haocheng LeiAnthony BellottiPublished in: CoRR (2023)
Keyphrases
- deep learning
- prediction intervals
- regression model
- machine learning
- quantile regression
- linear regression model
- regression methods
- unsupervised learning
- unsupervised feature learning
- linear regression
- mental models
- regression analysis
- confidence level
- support vector regression
- model selection
- travel time
- weakly supervised
- least squares
- multiscale
- regression method
- text mining
- data mining
- partial least squares
- probability distribution