Reliable prediction intervals with directly optimized inductive conformal regression for deep learning.
Haocheng LeiAnthony BellottiPublished in: Neural Networks (2023)
Keyphrases
- deep learning
- prediction intervals
- regression model
- machine learning
- linear regression model
- regression methods
- quantile regression
- unsupervised learning
- unsupervised feature learning
- linear regression
- confidence level
- model selection
- mental models
- regression analysis
- weakly supervised
- regression method
- travel time
- support vector regression
- least squares
- information extraction
- partial least squares
- text classification
- support vector
- computer vision