Abstract
New nonasymptotic upper bounds are obtained for the probability of deviation of the minimum empirical risk from the minimum average risk in a class of problems that includes signal identification against an additive noise background under conditions of a priori uncertainty, as well as certain other pattern-recognition problems.
| Original language | English |
|---|---|
| Pages (from-to) | 33-42 |
| Number of pages | 10 |
| Journal | Problems of Information Transmission |
| Volume | 17 |
| Issue number | 1 |
| Publication status | Published - 1 Jan 1981 |
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