On the Properties of Bias-Variance Decomposition for kNN Regression
When choosing the optimal complexity of the method for constructing decision functions, an important tool is the decomposition of the quality criterion into bias and variance. It is generally assumed (and in practice this is most often true) that with increasing complexity of the method, the bias co...
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| Format: | Artigo |
| Sprache: | Inglês |
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Irkutsk State University
2023-03-01
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| Schriftenreihe: | Известия Иркутского государственного университета: Серия "Математика" |
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| Online-Zugang: | http://mathizv.isu.ru/en/article/file?id=1444 |
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