Model Selection and Error Estimation in a Nutshell
- Indbinding:
- Hardback
- Sideantal:
- 132
- Udgivet:
- 25. juli 2019
- Udgave:
- 12020
- Vægt:
- 395 g.
Leveringstid:
2-3 uger
Forventet levering: 30. november 2024
Beskrivelse af Model Selection and Error Estimation in a Nutshell
Statistical learning theory answers these questions by deriving non-asymptotic bounds on the generalization error of a model or, in other words, by upper bounding the true error of the learned model based just on quantities computed on the available data.
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