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Which Is Better: Holdout or Full-Sample Classifier Design?
Is it better to design a classifier and estimate its error on the full sample or to design a classifier on a training subset and estimate its error on the holdout test subset? Full-sample design provides the better classifier; nevertheless, one might choose holdout with the hope of better error esti...
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| Main Authors: | , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Springer
2007
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3171393/ https://ncbi.nlm.nih.gov/pubmed/18483613 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2008/297945 |
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