Conformal Prediction Intervals for Neural Networks Using Cross Validation.
Saeed KhakiDan NettletonPublished in: CoRR (2020)
Keyphrases
- cross validation
- neural network
- prediction intervals
- regression model
- model selection
- variable selection
- confidence level
- support vector
- travel time
- hyperparameters
- artificial neural networks
- training set
- cross validated
- error estimates
- linear regression model
- prediction error
- regression methods
- information criterion
- generalization error
- akaike information criterion
- neural network model
- nearest neighbor
- feature selection
- linear regression
- sample size
- probability distribution
- genetic algorithm
- machine learning