Improving regression predictions using individual point reliability estimates based on critical error scenarios.
Elia Yathie MatsumotoEmilio Del-Moral-HernandezPublished in: Inf. Sci. (2016)
Keyphrases
- conformal prediction
- confidence levels
- regression model
- estimation error
- error detection
- confidence estimates
- expected error
- measurement error
- error rate
- reliability analysis
- real world
- failure rate
- probability estimates
- regression method
- confidence intervals
- generalization error
- model selection
- artificial neural networks
- sample points
- software reliability
- higher level
- support vector
- objective function