Lehmann Bounds and Eigenvalue Error Estimation.
Evgueni E. OvtchinnikovPublished in: SIAM J. Numer. Anal. (2011)
Keyphrases
- error estimation
- error estimates
- model selection
- upper bound
- lower bound
- generalization error
- default reasoning
- average case
- upper and lower bounds
- nonmonotonic reasoning
- learning algorithm
- least squares
- cross validation
- lower and upper bounds
- random matrix theory
- generalization bounds
- eigenvalue problems
- error bounds
- vc dimension
- sample size
- contingency tables
- worst case
- multi class
- support vector machine
- worst case bounds
- knowledge base
- information systems