Identification of probabilistic system uncertainty regions by explicit evaluation of bias and variance errors.
Richard G. HakvoortPaul M. J. Van den HofPublished in: IEEE Trans. Autom. Control. (1997)
Keyphrases
- uncertain data
- low variance
- generative model
- conditional probabilities
- evaluation criteria
- multiscale
- bias variance decomposition
- measurement errors
- measurement error
- variance reduction
- probability theory
- prediction error
- evaluation methods
- probabilistic logic
- probabilistic knowledge
- posterior probability
- evaluation metrics
- estimation error
- evaluation method
- evaluation model
- decision theory
- standard deviation
- real valued
- parameter space
- keypoints
- information retrieval